Novel approach on fusion of multisensor images based on neutrosophic domain in consideration of regional relevance

摘要

The presented work describes the fusion of multisensor (Multispectral and Panchromatic) images in remote sensing domain. The fusion of multisensor remote sensing images which utilizes neutrosophic set is introduced. The proposed approach preserves the intrinsic structural information as well as bringing the complimentary information to the supplementary information in a right proportion. Novel regional based fusion rule is introduced in the proposed work. The indeterminacy in the input data is handled to provide a comprehensive fusion result, where the compared methods fails. The proposed approach is tested against the Multi-resolution Analysis(MRA) and Multi-Geometric Analysis based techniques quantitatively and qualitatively based on the metrics. The proposed approach provides promoting results against the compared methods in terms of quality and quantity is observed through experimental results.